{"id":"W4306974191","doi":"10.1038/s41537-022-00294-0","title":"Behavioural phenotypes of intrinsic motivation in schizophrenia determined by cluster analysis of objectively quantified real-world performance","year":2022,"lang":"en","type":"article","venue":"Schizophrenia","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Government of Canada; Canadian Institutes of Health Research; American Psychiatric Association; AstraZeneca","keywords":"Amotivation; Psychology; Intrinsic motivation; Schizophrenia (object-oriented programming); Cognitive psychology; Cluster (spacecraft); Developmental psychology; Clinical psychology; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005821307,0.0004075978,0.0003366341,0.001071189,0.0002209579,0.0004487188,0.000167772,0.0002119518,0.0005800458],"category_scores_gemma":[0.001185523,0.0001005528,0.0003539157,0.0004763849,0.0003290949,0.0001704676,0.0008077699,0.0001923148,0.00009829032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104092,"about_ca_system_score_gemma":0.0002719782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494411,"about_ca_topic_score_gemma":0.00484087,"domain_scores_codex":[0.9997469,0.00006105357,0.00002910733,0.00006505705,0.00005205547,0.00004591138],"domain_scores_gemma":[0.9994753,0.00007636744,0.0002111059,0.00007832665,0.00006324964,0.00009562404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002133258,0.0001360616,0.8492737,0.0001137872,0.0003986745,0.0002285779,0.002102593,0.002270347,0.1052097,0.0003213134,0.0002334528,0.03757857],"study_design_scores_gemma":[0.000005768527,0.0001400572,0.9964772,0.000006486843,0.00002094124,0.0001053319,0.0002873382,0.00151478,0.001172353,0.000167806,0.00008591873,0.0000160866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986144,0.00003462175,0.001093743,0.000006807934,0.000001244557,0.00001288942,0.000117926,0.000008140472,0.000110237],"genre_scores_gemma":[0.9989004,0.000022629,0.0007859222,0.00000269456,0.000001093637,0.00001796383,0.0001946979,0.000003535085,0.00007104967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003494411,"threshold_uncertainty_score":0.006948173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802000085177437,"score_gpt":0.2852627889000505,"score_spread":0.2572427880482762,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}